

Faith Renewed Replication Instructions.

Analysis conducted with NCSS 2023. All NCSS settings are listed in the corresponding rtf file. See https://www.ncss.com/download/ncss/free-trial/ to obtain a trial for replication in NCSS.
The NCSS files are accompanied by matching Excel files for replication using other software.


Figure 1.
Figure 1 was created by entering "Leadership Trait Anaysis" as a quoted search term in Google Scholar for each year from 2001 to 2023 and them discarding duplicates and review or summary articles that did not use the coding scheme. Only the years 2004 to 2023 are shown in Figure 1.
The data and graph can be found in "LTA articles from Google Scholar.xlsx".

Figure 2. Accuracy of Conceptual Complexity coding schemes on gold-standard hand-coded documents.
Figure 3. Accuracy of the LTA_Classic and the CC_2023 coding schemes on the 
201, 301, and 401 documents.
Data for Figures 2 and 3 is taken from the accuracy assessments of the existing coding schemes and interim assessments of CC_2023. The data and graphs can be found in "CC Progress.xlsx"  on the "Graphs" sheet.

Figure 4. CC_2023 scores by word count.
The data for Figure 4 can be found in 
"CC Scores_by_Document.NCSS" or "CC Scores_by_Document.XLSX"
A record of the run can be found in "Figure 4 NCSS Output.rtf"

Figure 5. CC_2023 scores by number of coded observations.
The data for Figure 5 can be found in "All_Data_Scores_20230703.NCSS"
A record of the run can be found in "Figure 5 NCSS Output.rtf"

Figure 6. Scatterplot of LTA_Classic CC and CC_2023 by document.
The data for Figure 6 can be found in "CC Scores_by_Document.NCSS"
A record of the run can be found in "Figure 6 NCSS Output.rtf"

Figure 7. Scatterplot of LTA_Classic CC and CC_2023 by leader.
The data for Figure 7 can be found in "CC Scores_by_Leader.NCSS"
A record of the run can be found in "Figure 7 NCSS Output.rtf"

Figure 8. Crisis Initiation Count/Tenure vs CC for LTA_Classic.
Figure 9. Crisis Initiation Count/Tenure vs CC for CC_2023
The data for Figures 8 and 9 can be found in "Merged.NCSS"
A record of the runs can be found in "Figures 8 and 9 NCSS Output.rtf"

